OpenML
8357244

Run 8357244

Task 145853 (Supervised Classification) madelon Uploaded 31-10-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees669
mlr.classif.ranger(13)_mtry14
mlr.classif.ranger(13)_min.node.size3
mlr.classif.ranger(13)_sample.fraction0.875907463720068
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.7709
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6905
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3831
Cross-validation details (10-fold Crossvalidation)
KB relative information score
263.4381
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4608
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6941
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6915
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6915
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9217
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4664
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9328
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1255.643
UserCPU time millis
251.671
UserCPU time millis testing
7.026
UserCPU time millis training
244.645